Energy Information Analysis Using Data Algorithms based on Big Data platform

被引:0
作者
Kang, Dongjun [1 ]
Kim, SeungHwan [1 ]
Lee, Tacklim [1 ]
Hwang, Junyeon [1 ]
Lee, Sanghoon [1 ]
Jang, SeongMan [1 ]
Park, Sehyun [1 ]
机构
[1] Chung Ang Univ, Sch Elect & Elect Engn, Seoul, South Korea
来源
PROCEEDINGS OF 2016 IEEE 18TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING AND COMMUNICATIONS; IEEE 14TH INTERNATIONAL CONFERENCE ON SMART CITY; IEEE 2ND INTERNATIONAL CONFERENCE ON DATA SCIENCE AND SYSTEMS (HPCC/SMARTCITY/DSS) | 2016年
关键词
Big data; Data analysis; Algorithms; Energy; Machine learning;
D O I
10.1109/HPCC-SmartCity-DSS.2016.11
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the development of the IoT market, collectable data is increasing exponentially. Recently, various methods for big data analysis are being suggested. Existing general research on data analysis has some problem that if the size of data is getting bigger, the processing speed is rapidly slow. In this paper, we find out the optimal algorithm that efficiently manage the energy data based on Big data by comparing data which is analyzed using three algorithms.
引用
收藏
页码:1530 / 1531
页数:2
相关论文
共 4 条
[1]   An Integrated System for Regional Environmental Monitoring and Management Based on Internet of Things [J].
Fang, Shifeng ;
Xu, Li Da ;
Zhu, Yunqiang ;
Ahati, Jiaerheng ;
Pei, Huan ;
Yan, Jianwu ;
Liu, Zhihui .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2014, 10 (02) :1596-1605
[2]  
Guoqiang S., 2013, IEEE INT C IEEE CYB, P720
[3]   Modeling Mandatory Lane Changing Using Bayes Classifier and Decision Trees [J].
Hou, Yi ;
Edara, Praveen ;
Sun, Carlos .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2014, 15 (02) :647-655
[4]   A Support Vector Machine-Based Particle Filter Method for Improved Flooding Classification [J].
Insom, Patcharin ;
Cao, Chunxiang ;
Boonsrimuang, Pisit ;
Liu, Di ;
Saokarn, Apitach ;
Yomwan, Peera ;
Xu, Yunfei .
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2015, 12 (09) :1943-1947